Detailansicht
Dual Phase Evolution
From Theory to Practice
ISBN/EAN: 9781441984227
Umbreit-Nr.: 1162252
Sprache:
Englisch
Umfang: xxvi, 196 S., 54 s/w Illustr., 15 farbige Illustr.
Format in cm: 1.7 x 24.2 x 16
Einband:
gebundenes Buch
Erschienen am 13.11.2013
Auflage: 1/2013
- Zusatztext
- InhaltsangabeIntroduction to the main concepts.- Dual Phase Evolution.- Spatial Dual Phase Evolution.- DPE and Networks.- Networks and DPE for Optimization.- Networks and DPE for Machine Learning.- Networks and DPE for Evolutionary Game.
- Kurztext
- This book explains how dual phase evolution operates in all these settings and provides a detailed treatment of the subject. The authors discuss the theoretical foundations for the theory, how it relates to other phase transition phenomena and its advantages in evolutionary computation and complex adaptive systems. The book provides methods and techniques to use this concept for problem solving. Dual phase evolution concerns systems that evolve via repeated phase shifts in the connectivity of their elements. It occurs in vast range of settings, including natural systems (species evolution, landscape ecology, geomorphology), socio-economic systems (social networks) and in artificial systems (annealing, evolutionary computing).
- Autorenportrait
- InhaltsangabeChapter 1: Introduction to the main concepts.- Chapter 2: Dual Phase Evolution.- Chapter 3: Spatial Dual Phase Evolution.- Chapter 4: DPE and Networks.- Chapter 5: Networks and DPE for Optimization.- Chapter 6: Networks and DPE for Machine Learning.- Chapter 7: Networks and DPE for Evolutionary Game.- Chapter 8: Conclusion.